4 ms·
There's 3 fundamental gaps between Numpy and NN libraries (other commenters have jointly mentioned 2/3) 1. Numpy doesn't run on GPU. 2. Numpy isn't high level
by chillee 7y ago
There's 3 fundamental gaps between Numpy and NN libraries (other commenters have jointly mentioned 2/3)
1. Numpy doesn't run on GPU.
2. Numpy isn't high level enough for NN building.
3. Numpy doesn't have auto differentiation.
Other options solve some of these - Autograd solves 3, Jax solves 1 and 3, etc.
But if you want all 3 then you want to use Pytorch.